{"id":"W4210468251","doi":"10.1016/j.xkme.2022.100430","title":"Location, Location, Location: Usual Source of Care, Kidney Disease Outcomes, and the Social Determinants of Health","year":2022,"lang":"en","type":"letter","venue":"Kidney Medicine","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Social determinants of health; Socioeconomic status; Health care; Race and health; Health equity; Medicine; Gerontology; Public health; Political science; Environmental health; Nursing; Population; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009093436,0.0002291062,0.000296153,0.001425419,0.0007538825,0.001453355,0.0007672025,0.0008617751,0.0116304],"category_scores_gemma":[0.008566467,0.0001632902,0.0007474184,0.001932683,0.00046354,0.001170935,0.001226961,0.001388045,0.0007200969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006832624,"about_ca_system_score_gemma":0.001367796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03923783,"about_ca_topic_score_gemma":0.05873863,"domain_scores_codex":[0.9990615,0.0004243891,0.00007299676,0.00008038937,0.0001957106,0.0001649673],"domain_scores_gemma":[0.996754,0.001362296,0.0009767774,0.00007946268,0.0003326384,0.00049495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002344439,0.0001184204,0.8654333,0.0006783149,0.0004265629,0.0002915314,0.0006930554,0.0002054636,0.00004016716,0.001201967,0.09408318,0.03659362],"study_design_scores_gemma":[0.00004556748,0.00009694602,0.9704965,0.001093461,0.000297024,0.0003069269,0.002325629,0.0004356555,0.00005188504,0.001300448,0.02351323,0.00003664119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6332146,0.1291762,0.001515062,0.1653914,0.01243675,0.000175421,0.02762756,0.0001067602,0.03035633],"genre_scores_gemma":[0.9396632,0.03601217,0.000827445,0.005932174,0.005471078,0.000140587,0.006853087,0.00005293181,0.005047303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03923783,"threshold_uncertainty_score":0.0780189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104823550889286,"score_gpt":0.3606685882160151,"score_spread":0.3296203527071223,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}